IDEAS home Printed from https://ideas.repec.org/a/pal/jobman/v24y2017i1d10.1057_s41262-016-0015-3.html
   My bibliography  Save this article

Popularity of digital products in online social tagging systems

Author

Listed:
  • Jurui Zhang

    (University of Massachusetts Boston)

  • Raymond Liu

    (University of Massachusetts Boston)

Abstract

Using data from an online music discovery and listening website, Last.fm, with more than 186,000 tags applied to 12,523 musicians and 12,717 pairs of network ties among 1892 listeners, this study investigates brand popularity in online social tagging systems. We use a multiplicative simultaneous-equations model to test the hypotheses. We find that a brand’s niche width (measured as the width of consumers’ categorizations of a musician through social tags) and audience consensus about a musician positively influence a musician’s popularity online. However, a brand’s niche width negatively influences audience consensus, highlighting the complex situation of brand strategies that extend to broad categories. We quantify and contrast the elasticities of a brand’s niche width in the direct and indirect effects on brand popularity. The results show that a brand’s niche width produces higher response elasticities in the direct positive effect on brand popularity than in the indirect negative effect through audience consensus. Brand age positively moderates the relationship between niche width and brand popularity. Consumers’ online connections also influence brand popularity: a higher density network leads to heightened popularity. These results offer important implications for brand promotions on social media platforms.

Suggested Citation

  • Jurui Zhang & Raymond Liu, 2017. "Popularity of digital products in online social tagging systems," Journal of Brand Management, Palgrave Macmillan, vol. 24(1), pages 105-127, January.
  • Handle: RePEc:pal:jobman:v:24:y:2017:i:1:d:10.1057_s41262-016-0015-3
    DOI: 10.1057/s41262-016-0015-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41262-016-0015-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1057/s41262-016-0015-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Dhar, Vasant & Chang, Elaine A., 2009. "Does Chatter Matter? The Impact of User-Generated Content on Music Sales," Journal of Interactive Marketing, Elsevier, vol. 23(4), pages 300-307.
    2. Burmann, Christoph & Jost-Benz, Marc & Riley, Nicola, 2009. "Towards an identity-based brand equity model," Journal of Business Research, Elsevier, vol. 62(3), pages 390-397, March.
    3. Hudson, Simon & Huang, Li & Roth, Martin S. & Madden, Thomas J., 2016. "The influence of social media interactions on consumer–brand relationships: A three-country study of brand perceptions and marketing behaviors," International Journal of Research in Marketing, Elsevier, vol. 33(1), pages 27-41.
    4. Chung Koo kim & Jay Young Chung, 1997. "Brand Popularity, Country Image and Market Share: An Empirical Study," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(2), pages 361-386, June.
    5. Peters, Kay & Chen, Yubo & Kaplan, Andreas M. & Ognibeni, Björn & Pauwels, Koen, 2013. "Social Media Metrics — A Framework and Guidelines for Managing Social Media," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 281-298.
    6. Sunder Kekre & Kannan Srinivasan, 1990. "Broader Product Line: A Necessity to Achieve Success?," Management Science, INFORMS, vol. 36(10), pages 1216-1232, October.
    7. Floyd, Kristopher & Freling, Ryan & Alhoqail, Saad & Cho, Hyun Young & Freling, Traci, 2014. "How Online Product Reviews Affect Retail Sales: A Meta-analysis," Journal of Retailing, Elsevier, vol. 90(2), pages 217-232.
    8. Jurui Zhang & Yong Liu & Yubo Chen, 2015. "Social Learning in Networks of Friends versus Strangers," Marketing Science, INFORMS, vol. 34(4), pages 573-589, July.
    9. Gensler, Sonja & Völckner, Franziska & Liu-Thompkins, Yuping & Wiertz, Caroline, 2013. "Managing Brands in the Social Media Environment," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 242-256.
    10. Rooderkerk, Robert P. & Pauwels, Koen H., 2016. "No Comment?! The Drivers of Reactions to Online Posts in Professional Groups," Journal of Interactive Marketing, Elsevier, vol. 35(C), pages 1-15.
    11. Paulo Albuquerque & Polykarpos Pavlidis & Udi Chatow & Kay-Yut Chen & Zainab Jamal, 2012. "Evaluating Promotional Activities in an Online Two-Sided Market of User-Generated Content," Marketing Science, INFORMS, vol. 31(3), pages 406-432, May.
    12. David Godes & Dina Mayzlin, 2004. "Using Online Conversations to Study Word-of-Mouth Communication," Marketing Science, INFORMS, vol. 23(4), pages 545-560, June.
    13. Labrecque, Lauren I. & vor dem Esche, Jonas & Mathwick, Charla & Novak, Thomas P. & Hofacker, Charles F., 2013. "Consumer Power: Evolution in the Digital Age," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 257-269.
    14. de Vries, Lisette & Gensler, Sonja & Leeflang, Peter S.H., 2012. "Popularity of Brand Posts on Brand Fan Pages: An Investigation of the Effects of Social Media Marketing," Journal of Interactive Marketing, Elsevier, vol. 26(2), pages 83-91.
    15. Rosen, Sherwin, 1981. "The Economics of Superstars," American Economic Review, American Economic Association, vol. 71(5), pages 845-858, December.
    16. Anita Elberse & Jehoshua Eliashberg, 2003. "Demand and Supply Dynamics for Sequentially Released Products in International Markets: The Case of Motion Pictures," Marketing Science, INFORMS, vol. 22(3), pages 329-354.
    17. Tim Rowley & Dean Behrens & David Krackhardt, 2000. "Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 369-386, March.
    18. Kelvin Lancaster, 1990. "The Economics of Product Variety: A Survey," Marketing Science, INFORMS, vol. 9(3), pages 189-206.
    19. Vishal Narayan & Vithala R. Rao & Carolyne Saunders, 2011. "How Peer Influence Affects Attribute Preferences: A Bayesian Updating Mechanism," Marketing Science, INFORMS, vol. 30(2), pages 368-384, 03-04.
    20. Hinz, Oliver & Skiera, Bernd & Barrot, Christian & Becker, Jan, 2011. "Seeding Strategies for Viral Marketing: An Empirical Comparison," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 56543, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    21. Liu-Thompkins, Yuping & Rogerson, Michelle, 2012. "Rising to Stardom: An Empirical Investigation of the Diffusion of User-generated Content," Journal of Interactive Marketing, Elsevier, vol. 26(2), pages 71-82.
    22. Rajagopal, 2013. "Social Media Metrics," Palgrave Macmillan Books, in: Managing Social Media and Consumerism, chapter 7, pages 132-151, Palgrave Macmillan.
    23. VanMeter, Rebecca A. & Grisaffe, Douglas B. & Chonko, Lawrence B., 2015. "Of “Likes” and “Pins”: The Effects of Consumers' Attachment to Social Media," Journal of Interactive Marketing, Elsevier, vol. 32(C), pages 70-88.
    24. Campbell, Margaret C & Keller, Kevin Lane, 2003. "Brand Familiarity and Advertising Repetition Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 292-304, September.
    25. Oded Netzer & Ronen Feldman & Jacob Goldenberg & Moshe Fresko, 2012. "Mine Your Own Business: Market-Structure Surveillance Through Text Mining," Marketing Science, INFORMS, vol. 31(3), pages 521-543, May.
    26. Meagher, Kieron & Rogers, Mark, 2004. "Network density and R&D spillovers," Journal of Economic Behavior & Organization, Elsevier, vol. 53(2), pages 237-260, February.
    27. Kim, Angella J. & Ko, Eunju, 2012. "Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand," Journal of Business Research, Elsevier, vol. 65(10), pages 1480-1486.
    28. Wang, Xia & Yu, Chunling & Wei, Yujie, 2012. "Social Media Peer Communication and Impacts on Purchase Intentions: A Consumer Socialization Framework," Journal of Interactive Marketing, Elsevier, vol. 26(4), pages 198-208.
    29. Zuckerman, Ezra W. & Kim, Tai-Young & Ukanwa, Kalinda & James, von Rittmann, 2003. "Robust Identities or Non-Entities? Typecasting in the Feature Film Labor Market," Working papers 4291-02, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    30. Duncan J. Watts & Peter Sheridan Dodds, 2007. "Influentials, Networks, and Public Opinion Formation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(4), pages 441-458, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shaun M. Powell, 2017. "Journal of Brand Management: year end review 2017," Journal of Brand Management, Palgrave Macmillan, vol. 24(6), pages 509-515, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kick, Markus, 2015. "Social Media Research: A Narrative Review," EconStor Preprints 182506, ZBW - Leibniz Information Centre for Economics.
    2. Gensler, Sonja & Völckner, Franziska & Liu-Thompkins, Yuping & Wiertz, Caroline, 2013. "Managing Brands in the Social Media Environment," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 242-256.
    3. Peters, Kay & Chen, Yubo & Kaplan, Andreas M. & Ognibeni, Björn & Pauwels, Koen, 2013. "Social Media Metrics — A Framework and Guidelines for Managing Social Media," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 281-298.
    4. Ana Babić Rosario & Kristine Valck & Francesca Sotgiu, 2020. "Conceptualizing the electronic word-of-mouth process: What we know and need to know about eWOM creation, exposure, and evaluation," Journal of the Academy of Marketing Science, Springer, vol. 48(3), pages 422-448, May.
    5. Malthouse, Edward C. & Haenlein, Michael & Skiera, Bernd & Wege, Egbert & Zhang, Michael, 2013. "Managing Customer Relationships in the Social Media Era: Introducing the Social CRM House," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 270-280.
    6. Carsten D. Schultz, 2016. "Insights from consumer interactions on a social networking site: Findings from six apparel retail brands," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(3), pages 203-217, August.
    7. Pauwels, Koen & Aksehirli, Zeynep & Lackman, Andrew, 2016. "Like the ad or the brand? Marketing stimulates different electronic word-of-mouth content to drive online and offline performance," International Journal of Research in Marketing, Elsevier, vol. 33(3), pages 639-655.
    8. Schaefers, Tobias & Falk, Tomas & Kumar, Ashish & Schamari, Julia, 2021. "More of the same? Effects of volume and variety of social media brand engagement behavior," Journal of Business Research, Elsevier, vol. 135(C), pages 282-294.
    9. Roma, Paolo & Aloini, Davide, 2019. "How does brand-related user-generated content differ across social media? Evidence reloaded," Journal of Business Research, Elsevier, vol. 96(C), pages 322-339.
    10. Eigenraam, Anniek W. & Eelen, Jiska & van Lin, Arjen & Verlegh, Peeter W.J., 2018. "A Consumer-based Taxonomy of Digital Customer Engagement Practices," Journal of Interactive Marketing, Elsevier, vol. 44(C), pages 102-121.
    11. Rietveld, Robert & van Dolen, Willemijn & Mazloom, Masoud & Worring, Marcel, 2020. "What You Feel, Is What You Like Influence of Message Appeals on Customer Engagement on Instagram," Journal of Interactive Marketing, Elsevier, vol. 49(C), pages 20-53.
    12. Matej Kovač & Vesna Žabkar, 2020. "Do Social Media and E-Mail Engagement Impact Reputation and Trust-Driven Behavior?," Tržište/Market, Faculty of Economics and Business, University of Zagreb, vol. 32(1), pages 9-25.
    13. Rosenthal, Benjamin & Brito, Eliane P.Z., 2017. "How virtual brand community traces may increase fan engagement in brand pages," Business Horizons, Elsevier, vol. 60(3), pages 375-384.
    14. Fangfang Li & Jorma Larimo & Leonidas C. Leonidou, 2021. "Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 51-70, January.
    15. Marchand, André & Hennig-Thurau, Thorsten & Flemming, Jan, 2021. "Social media resources and capabilities as strategic determinants of social media performance," International Journal of Research in Marketing, Elsevier, vol. 38(3), pages 549-571.
    16. Shakeel ul Rehman & Rafia Gulzar & Wajeeha Aslam, 2022. "Developing the Integrated Marketing Communication (IMC) through Social Media (SM): The Modern Marketing Communication Approach," SAGE Open, , vol. 12(2), pages 21582440221, May.
    17. Olaf Maecker & Christian Barrot & Jan U. Becker, 2016. "The effect of social media interactions on customer relationship management," Business Research, Springer;German Academic Association for Business Research, vol. 9(1), pages 133-155, April.
    18. Rooderkerk, Robert P. & Pauwels, Koen H., 2016. "No Comment?! The Drivers of Reactions to Online Posts in Professional Groups," Journal of Interactive Marketing, Elsevier, vol. 35(C), pages 1-15.
    19. Marchand, André & Hennig-Thurau, Thorsten & Wiertz, Caroline, 2017. "Not all digital word of mouth is created equal: Understanding the respective impact of consumer reviews and microblogs on new product success," International Journal of Research in Marketing, Elsevier, vol. 34(2), pages 336-354.
    20. Florian Probst & Laura Grosswiele & Regina Pfleger, 2013. "Who will lead and who will follow: Identifying Influential Users in Online Social Networks," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 5(3), pages 179-193, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:jobman:v:24:y:2017:i:1:d:10.1057_s41262-016-0015-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.